Stock Trend Prediction With Neural Network Techniques

This thesis presents a study and implementation of stock trend prediction using neural network techniques. The multilayer-perceptron (MLP) and radial basis function network (RBF) are compared with the new neural network technique, Support Vector Machine(SVM). In this study the stock trend is defined...

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Bibliographic Details
Main Author:	Abdullah, Mohd Haris Lye
Format:	Thesis
Published:	2003
Subjects:	QA76.75-76.765 Computer software
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id	my-mmu-ep.722
record_format	uketd_dc
spelling	my-mmu-ep.7222010-06-29T03:31:54Z Stock Trend Prediction With Neural Network Techniques 2003-12 Abdullah, Mohd Haris Lye QA76.75-76.765 Computer software This thesis presents a study and implementation of stock trend prediction using neural network techniques. The multilayer-perceptron (MLP) and radial basis function network (RBF) are compared with the new neural network technique, Support Vector Machine(SVM). In this study the stock trend is defined as the maximum excess return from the stock index closing level observed within the next 10 days ahead. 2003-12 Thesis http://shdl.mmu.edu.my/722/ http://myto.perpun.net.my/metoalogin/logina.php masters Multimedia University Research Library
institution	Multimedia University
collection	MMU Institutional Repository
topic	QA76.75-76.765 Computer software
spellingShingle	QA76.75-76.765 Computer software Abdullah, Mohd Haris Lye Stock Trend Prediction With Neural Network Techniques
description	This thesis presents a study and implementation of stock trend prediction using neural network techniques. The multilayer-perceptron (MLP) and radial basis function network (RBF) are compared with the new neural network technique, Support Vector Machine(SVM). In this study the stock trend is defined as the maximum excess return from the stock index closing level observed within the next 10 days ahead.
format	Thesis
qualification_level	Master's degree
author	Abdullah, Mohd Haris Lye
author_facet	Abdullah, Mohd Haris Lye
author_sort	Abdullah, Mohd Haris Lye
title	Stock Trend Prediction With Neural Network Techniques
title_short	Stock Trend Prediction With Neural Network Techniques
title_full	Stock Trend Prediction With Neural Network Techniques
title_fullStr	Stock Trend Prediction With Neural Network Techniques
title_full_unstemmed	Stock Trend Prediction With Neural Network Techniques
title_sort	stock trend prediction with neural network techniques
granting_institution	Multimedia University
granting_department	Research Library
publishDate	2003
_version_	1747829200911335424

Stock Trend Prediction With Neural Network Techniques

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